Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor 2022-07 Association for Computational Linguistics Hybrid: Seattle, Washington + Online text conference publication naacl-2022-srw https://aclanthology.org/2022.naacl-srw.0/ Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention Ayush K Chakravarthy author Jacob Labe Russin author Randall O’Reilly author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication chakravarthy-etal-2022-systematicity 10.18653/v1/2022.naacl-srw.1 https://aclanthology.org/2022.naacl-srw.1/ 2022-07 1 8 Grounding in social media: An approach to building a chit-chat dialogue model Ritvik Choudhary author Daisuke Kawahara author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication choudhary-kawahara-2022-grounding 10.18653/v1/2022.naacl-srw.2 https://aclanthology.org/2022.naacl-srw.2/ 2022-07 9 15 ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization Mengsay Loem author Sho Takase author Masahiro Kaneko author Naoaki Okazaki author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication loem-etal-2022-extraphrase 10.18653/v1/2022.naacl-srw.3 https://aclanthology.org/2022.naacl-srw.3/ 2022-07 16 24 Regularized Training of Nearest Neighbor Language Models Jean-Francois Ton author Walter Talbott author Shuangfei Zhai author Joshua M Susskind author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication ton-etal-2022-regularized 10.18653/v1/2022.naacl-srw.4 https://aclanthology.org/2022.naacl-srw.4/ 2022-07 25 30 “Again, Dozens of Refugees Drowned”: A Computational Study of Political Framing Evoked by Presuppositions Qi Yu author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication yu-2022-dozens 10.18653/v1/2022.naacl-srw.5 https://aclanthology.org/2022.naacl-srw.5/ 2022-07 31 43 Methods for Estimating and Improving Robustness of Language Models Michal Stefanik author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication stefanik-2022-methods 10.18653/v1/2022.naacl-srw.6 https://aclanthology.org/2022.naacl-srw.6/ 2022-07 44 51 Retrieval-augmented Generation across Heterogeneous Knowledge Wenhao Yu author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication yu-2022-retrieval 10.18653/v1/2022.naacl-srw.7 https://aclanthology.org/2022.naacl-srw.7/ 2022-07 52 58 Neural Retriever and Go Beyond: A Thesis Proposal Man Luo author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication luo-2022-neural 10.18653/v1/2022.naacl-srw.8 https://aclanthology.org/2022.naacl-srw.8/ 2022-07 59 67 Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation Xiruo Ding author Kevin Lybarger author Justin Tauscher author Trevor Cohen author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication ding-etal-2022-improving 10.18653/v1/2022.naacl-srw.9 https://aclanthology.org/2022.naacl-srw.9/ 2022-07 68 75 Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation Ryoma Sakaeda author Daisuke Kawahara author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication sakaeda-kawahara-2022-generate 10.18653/v1/2022.naacl-srw.10 https://aclanthology.org/2022.naacl-srw.10/ 2022-07 76 82 Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT Eileen Salhofer author Xing Lan Liu author Roman Kern author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication salhofer-etal-2022-impact 10.18653/v1/2022.naacl-srw.11 https://aclanthology.org/2022.naacl-srw.11/ 2022-07 83 88 Analysing the Correlation between Lexical Ambiguity and Translation Quality in a Multimodal Setting using WordNet Ali Hatami author Paul Buitelaar author Mihael Arcan author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication hatami-etal-2022-analysing 10.18653/v1/2022.naacl-srw.12 https://aclanthology.org/2022.naacl-srw.12/ 2022-07 89 95 Building a Personalized Dialogue System with Prompt-Tuning Tomohito Kasahara author Daisuke Kawahara author Nguyen Tung author Shengzhe Li author Kenta Shinzato author Toshinori Sato author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication kasahara-etal-2022-building 10.18653/v1/2022.naacl-srw.13 https://aclanthology.org/2022.naacl-srw.13/ 2022-07 96 105 MM-GATBT: Enriching Multimodal Representation Using Graph Attention Network Seung Byum Seo author Hyoungwook Nam author Payam Delgosha author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication seo-etal-2022-mm 10.18653/v1/2022.naacl-srw.14 https://aclanthology.org/2022.naacl-srw.14/ 2022-07 106 112 Simulating Feature Structures with Simple Types Valentin D Richard author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication richard-2022-simulating 10.18653/v1/2022.naacl-srw.15 https://aclanthology.org/2022.naacl-srw.15/ 2022-07 113 122 Dr. Livingstone, I presume? Polishing of foreign character identification in literary texts Aleksandra Konovalova author Antonio Toral author Kristiina Taivalkoski-Shilov author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication konovalova-etal-2022-dr 10.18653/v1/2022.naacl-srw.16 https://aclanthology.org/2022.naacl-srw.16/ 2022-07 123 128 Zuo Zhuan Ancient Chinese Dataset for Word Sense Disambiguation Xiaomeng Pan author Hongfei Wang author Teruaki Oka author Mamoru Komachi author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication pan-etal-2022-zuo 10.18653/v1/2022.naacl-srw.17 https://aclanthology.org/2022.naacl-srw.17/ 2022-07 129 135 ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation Long Phan author Hieu Tran author Hieu Nguyen author Trieu H Trinh author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication phan-etal-2022-vit5 10.18653/v1/2022.naacl-srw.18 https://aclanthology.org/2022.naacl-srw.18/ 2022-07 136 142 Compositional Generalization in Grounded Language Learning via Induced Model Sparsity Sam Spilsbury author Alexander Ilin author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication spilsbury-ilin-2022-compositional 10.18653/v1/2022.naacl-srw.19 https://aclanthology.org/2022.naacl-srw.19/ 2022-07 143 155 How do people talk about images? A study on open-domain conversations with images. Yi-Pei Chen author Nobuyuki Shimizu author Takashi Miyazaki author Hideki Nakayama author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication chen-etal-2022-people 10.18653/v1/2022.naacl-srw.20 https://aclanthology.org/2022.naacl-srw.20/ 2022-07 156 162 Text Style Transfer for Bias Mitigation using Masked Language Modeling Ewoenam Kwaku Tokpo author Toon Calders author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication tokpo-calders-2022-text 10.18653/v1/2022.naacl-srw.21 https://aclanthology.org/2022.naacl-srw.21/ 2022-07 163 171 Differentially Private Instance Encoding against Privacy Attacks Shangyu Xie author Yuan Hong author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication xie-hong-2022-differentially 10.18653/v1/2022.naacl-srw.22 https://aclanthology.org/2022.naacl-srw.22/ 2022-07 172 180 A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context Man Luo author Shuguang Chen author Chitta Baral author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication luo-etal-2022-simple 10.18653/v1/2022.naacl-srw.23 https://aclanthology.org/2022.naacl-srw.23/ 2022-07 181 187 Multimodal Modeling of Task-Mediated Confusion Camille Mince author Skye Rhomberg author Cecilia Alm author Reynold Bailey author Alex Ororbia author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication mince-etal-2022-multimodal 10.18653/v1/2022.naacl-srw.24 https://aclanthology.org/2022.naacl-srw.24/ 2022-07 188 194 Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction Tatsuya Aoyama author Nathan Schneider author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication aoyama-schneider-2022-probe 10.18653/v1/2022.naacl-srw.25 https://aclanthology.org/2022.naacl-srw.25/ 2022-07 195 201 Multimodal large language models for inclusive collaboration learning tasks Armanda Lewis author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication lewis-2022-multimodal 10.18653/v1/2022.naacl-srw.26 https://aclanthology.org/2022.naacl-srw.26/ 2022-07 202 210 Neural Networks in a Product of Hyperbolic Spaces Jun Takeuchi author Noriki Nishida author Hideki Nakayama author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication takeuchi-etal-2022-neural 10.18653/v1/2022.naacl-srw.27 https://aclanthology.org/2022.naacl-srw.27/ 2022-07 211 221 Explicit Use of Topicality in Dialogue Response Generation Takumi Yoshikoshi author Hayato Atarashi author Takashi Kodama author Sadao Kurohashi author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication yoshikoshi-etal-2022-explicit 10.18653/v1/2022.naacl-srw.28 https://aclanthology.org/2022.naacl-srw.28/ 2022-07 222 228 Automating Human Evaluation of Dialogue Systems Sujan Reddy A author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication a-2022-automating 10.18653/v1/2022.naacl-srw.29 https://aclanthology.org/2022.naacl-srw.29/ 2022-07 229 234 Strong Heuristics for Named Entity Linking Marko Čuljak author Andreas Spitz author Robert West author Akhil Arora author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication culjak-etal-2022-strong 10.18653/v1/2022.naacl-srw.30 https://aclanthology.org/2022.naacl-srw.30/ 2022-07 235 246 Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation Prakhar Saxena author Yin Jou Huang author Sadao Kurohashi author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication saxena-etal-2022-static 10.18653/v1/2022.naacl-srw.31 https://aclanthology.org/2022.naacl-srw.31/ 2022-07 247 253 Few-shot fine-tuning SOTA summarization models for medical dialogues David Fraile Navarro author Mark Dras author Shlomo Berkovsky author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication navarro-etal-2022-shot 10.18653/v1/2022.naacl-srw.32 https://aclanthology.org/2022.naacl-srw.32/ 2022-07 254 266 Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations Antoine Simoulin author Benoit Crabbé author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication simoulin-crabbe-2022-unifying 10.18653/v1/2022.naacl-srw.33 https://aclanthology.org/2022.naacl-srw.33/ 2022-07 267 276 Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation Gerard Sant author Gerard I Gállego author Belen Alastruey author Marta Ruiz Costa-jussà author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication sant-etal-2022-multiformer 10.18653/v1/2022.naacl-srw.34 https://aclanthology.org/2022.naacl-srw.34/ 2022-07 277 284 Defending Compositionality in Emergent Languages Michal Auersperger author Pavel Pecina author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication auersperger-pecina-2022-defending 10.18653/v1/2022.naacl-srw.35 https://aclanthology.org/2022.naacl-srw.35/ 2022-07 285 291 Exploring the Effect of Dialect Mismatched Language Models in Telugu Automatic Speech Recognition Aditya Yadavalli author Ganesh Sai Mirishkar author Anil Vuppala author 2022-07 text Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop Daphne Ippolito editor Liunian Harold Li editor Maria Leonor Pacheco editor Danqi Chen editor Nianwen Xue editor Association for Computational Linguistics Hybrid: Seattle, Washington + Online conference publication yadavalli-etal-2022-exploring 10.18653/v1/2022.naacl-srw.36 https://aclanthology.org/2022.naacl-srw.36/ 2022-07 292 301